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Awesome-Knowledge-Distillation-of-LLMs

This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs.

alignment compression data-augmentation data-synthesis feedback instruction-following kd knowledge-distillation large-language-model llm

1,015 stars
60 forks
347 projects

Last updated: 07 May 2025

awesome-visual-question-answering

A curated list of Visual Question Answering(VQA)(Image/Video Question Answering),Visual Question Generation ,Visual Dialog ,Visual Commonsense Reasoning and related area.

attention-networks awesome-list multi-modal multi-modal-learning vqa

662 stars
95 forks
230 projects

Last updated: 07 Apr 2025

awesome-rvos

Referring Video Object Segmentation / Multi-Object Tracking Repo

image linguistic multi-modal multimodal-deep-learning refer-segmentation refer-vos refering-seg rvos segmentation text

87 stars
4 forks
44 projects

Last updated: 31 May 2025

awesome-mllm-uncertainty

✨A curated list of papers on the uncertainty in multi-modal large language model (MLLM).

large-language-models large-vision-language-models large-vision-models mllm multi-modal uncertainty uncertainty-estimation uncertainty-quantification

44 stars
0 forks
124 projects

Last updated: 21 Apr 2025

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cryptocurrency 43 html 43 dataset 43 development 42 security-tools 42 cloud 42 data 41 gpt 41 data-visualization 40 vue 39 gamedev 38 llms 38 opensource 38 github 37 docker 37 documentation 36 typescript 36 developer-tools 36 collections 36 database 35 courses 35 neural-network 33 reactjs 33 paper-list 33 research 33 aws 32 iot 32 framework 32 automation 32 software 32 ml 32 game 31 projects 30 free-tutorials 29 community 29 hardware 29 ruby 29 cpp 29 testing 29 solidity 28 smart-contracts 28 flutter 28 algorithms 28 generative-ai 28 web-development 28 video 28 architecture 28 graph-neural-networks 28 games 28 transformer 28 tensorflow 27 libraries 27 react-native 26 api 26 dotnet 26 windows 26 csharp 26 links 26 bioinformatics 26 crypto 25 git 25 defi 25 software-engineering 25 music 25 agent 25 object-detection 24 cryptography 24 pytorch 24 angular 24 penetration-testing 24 diffusion-models 24 productivity 24 pentesting 24 science 24 computer-graphics 24 django 23 library 23 unity 23 self-supervised-learning 23 embedded 23 r 23 microsoft 22 game-engine 22 awsome-list 22 gpt-3 22 best-practices 22 gpt-4 22 infosec 22 markdown 22 osint 22 serverless 22 mobile 22 slam 21 coding 21 multimodal 21 neural-networks 21 python3 21 self-hosted 21 ui 21 kotlin 21 data-analysis 21 roadmap 21 knowledge-graph 21 audio 21 visualization 21 hacktoberfest-accepted 21 engineering 21 awesomeness 21 apple 21 startups 20 programming-language 20 opendata 20 mathematics 20 youtube 20 guidelines 20 data-mining 20 cloud-computing 20 jobs 20 apps 20 website 20 segmentation 20 awsome 19 chinese 19 federated-learning 19 deeplearning 19 azure 19 graph 19 mcp 19 prompt-engineering 19 raspberry-pi 19 interview 19 saas 19 sql 19 c 19 3d 19 chatbot 18 machinelearning 18 graphql 18 marketing 18 js 18 llama 18 bugbounty 18 cli 18 time-series 18 blogs 18 mlops 18 front-end 18 blog 18 bash 18 code 17 algorithm 17 curated 17 knowledge 17 foundation-models 17 decentralized 17 stable-diffusion 17 nextjs 17 startup 17 networking 17 optimization 17 learning-resources 17 microservices 17 containers 17 language 17 autonomous-driving 17 statistics 17 generative-art 17 aigc 17 representation-learning 17 articles 16 webgl 16 image-processing 16 data-structures 16 bert 16 reverse-engineering 16 ros 16 analytics 16 cheatsheet 16 autonomous-vehicles 15 agents 15 devsecops 15 resource 15 nerf 15 graphics 15 monitoring 15 cloud-native 15 readme 15 search 15 seo 15 transformers 15 big-data 15 technology 15 pentest 15 detection 15 distributed-systems 15 software-development 15 ai-agents 15 backend 14 mysql 14 dart 14 animation 14 data-engineering 14 webassembly 14 telegram 14 prompt 14 large-language-model 14 android-development 14 android-library 14 vuejs 14 react-components 14 reasoning 14 selfhosted 14 performance 14 icons 14 p2p 14 multimodal-deep-learning 14 recommender-system 14 node 14 terminal 14 mac 14 command-line 13 remote-sensing 13 deep-reinforcement-learning 13 plugins 13 elasticsearch 13 gis 13 finance 13 art 13 dotnet-core 13 dapp 13 open-data 13 evm 13 malware-analysis 13 unicorns 13 guide 13 podcast 13 laravel 13 microservice 13 generative-adversarial-network 13 pose-estimation 13 foss 13 swiftui 13 search-engine 13 speech-recognition 13 cms 12 point-cloud 12 fuzzing 12 oss 12 gaming 12 leetcode 12 text-to-image 12 gan 12 ecommerce 12 svelte 12 wasm 12 frameworks 12 anomaly-detection 12 image 12 pwa 12 videos 12 transfer-learning 12 wordpress 12 deepseek 12 storage 12 font 12 discord 12 quantum-computing 12 static-analysis 12 rails 12 postgresql 12 language-model 12 graphics-programming 12 es6 12 cvpr 11 question-answering 11 hacktoberfest2020 11 design-systems 11 programming-languages 11 code-generation 11 sustainability 11 objective-c 11 yolo 11 webapp 11 front-end-development 11 cuda 11 automl 11 creative-coding 11 free-software 11 planning 11 vision-and-language 11 bookmarks 11 sysadmin 11 multimodal-learning 11 rest-api 11 course 11 application 11 3d-graphics 11 vscode 11 cross-platform 11 ctf 11 beginner-friendly 11 rag 11 open-science 11 webpack 11 unity3d 11 network 11 databases 11 npm 11 ui-design 11 writing 10 developer 10 speech-processing 10 text-mining 10 awesome-ai 10 hacking-tools 10 reading-list 10 android-app 10 flutter-apps 10 ai-tools 10 bot 10 bug-bounty 10 image-generation 10 students 10 solana 10 docs 10 medical-imaging 10 threat-intelligence 10 ansible 10 semantic-web 10 cv 10 authentication 10 indonesia 10 webdevelopment 10 guides 10 operating-system 10 machine-learning-algorithms 10 hacktoberfest2021 10 geospatial 10 multimodal-large-language-models 10 arduino 10 edge-computing 10 management 10 movies 10 datascience 10 interview-questions 10 unsupervised-learning 10 time-series-analysis 10 golang-library 10 model-compression 10 climate-change 10 mcp-server 10 chatgpt-api 10 interpretability 10 vlm 10 vr 10 benchmark 10 malware 10 gpu 10 diffusion 10 fpga 10 privacy-tools 10 android-application 10 haskell 10 blockchain-technology 10 hosting 10 gpts 10 simulation 9 chrome 9 webcomponents 9 social-network 9 microservices-architecture 9 article 9 functional-programming 9 sre 9 jupyter-notebook 9 ux 9 utilities 9 unix 9 material-design 9 reference 9 trading 9 leadership 9 vulnerabilities 9 math 9 few-shot-learning 9 augmented-reality 9 ros2 9 video-generation 9 classification 9 reddit 9 email 9 profile 9 neuroscience 9 google 9 sentiment-analysis 9 ionic 9 conference 9 vision-language-model 9 system-design 9 podcasts 9 flutter-examples 9 news 9 static-site-generator 9 explainable-ai 9 mobile-development 9 generative-model 9 flask 9 linux-desktop 9 cyber-security 9 shell 9 quantization 9 erlang 9 websites 9 infrastructure-as-code 9 knowledge-base 9 anime 9 chain-of-thought 9 book 9 ide 9 exploit 9 python-library 9 applications 9 in-context-learning 9 semantic-segmentation 9 3d-reconstruction 9